• DocumentCode
    552411
  • Title

    Comparison of color constancy methods for skin color under colored illuminants

  • Author

    Lee, Woo-Ram ; Hwang, Dong-Guk ; Jun, Byoung-Min

  • Author_Institution
    Dept. of Comput. Eng., Chungbuk Nat. Univ., Cheongju, South Korea
  • fYear
    2011
  • fDate
    16-18 Aug. 2011
  • Firstpage
    80
  • Lastpage
    83
  • Abstract
    This paper considers well-known color constancy methods for recovering and detecting skin color - the methods are compared by using the facial images with various skin colors acquired under colored illuminants. For quantitative evaluation, we created the experimental images based on the Caltech Face Database and used standard deviation on their Cb-Cr histograms as an evaluation factor. The experimental results showed that the color constancy method can be used to reduce the effects of colored illuminant and color difference in skin regions caused by the colored illuminant is reduced by GW method.
  • Keywords
    face recognition; image colour analysis; object detection; skin; Caltech face database; Cb-Cr histograms; GW method; color constancy methods; colored illuminants; skin color dtection; skin color recovery; standard deviation; Face; Face recognition; Histograms; Image color analysis; Lighting; Mathematical model; Skin;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Content, Multimedia Technology and its Applications (IDCTA), 2011 7th International Conference on
  • Conference_Location
    Busan
  • Print_ISBN
    978-1-4577-0473-4
  • Electronic_ISBN
    978-89-88678-47-3
  • Type

    conf

  • Filename
    6016636